A decision support system for multiattribute utility evaluation based on imprecise assignments

被引:81
作者
Jiménez, A [1 ]
Ríos-Insua, S [1 ]
Mateos, A [1 ]
机构
[1] Madrid Tech Univ, Sch Comp Sci, Dept Artificial Intelligence, Madrid 28660, Spain
关键词
decision support system; multiattribute utility functions; imprecision; sensitivity analysis;
D O I
10.1016/S0167-9236(02)00137-9
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper describes a decision support system based on an additive or multiplicative multiattribute utility model for identifying the optimal strategy. This is intended to allay many of the operational difficulties involved in assessing and using multiattribute utility functions. The system admits imprecise assignments for weights and utilities and uncertainty in the multiattribute strategies, which can be defined in terms of ranges for each attribute instead of single values. Inputs can be subjected to different sensitivity analyses, permitting users to test the robustness of the ranking of the strategies and gain insight into and confidence about the final solution. An application of the system to the restoration of a contaminated lake is illustrated throughout the paper. (C) 2002 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:65 / 79
页数:15
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